ESRI Shapefiles! You little buggers! *shakes fist*
I haven't had this pleasure but there is a (I think documented) big bug in geopandas which makes shapefiles .prj be 100% wrong wrong wrong.
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Saved wrongly that is. No idea when it occurs exactly either as some shapefiles are saved just fine. Tried re projecting, manually setting
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crs, geopandas is like "NO HAHA". So OK. Copy/paste it is.
End of conversation
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HOURS OF MADNESS TRYING TO DEBUG THIS. 
